In this video we explore how we can perform open-set object detection in computer by studying the Grounding DINO architecture.
References
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Grounding DINO paper: arxiv.org/abs/2303.05499
Grounding DINO github: github.com/IDEA-Research/Grou...
DETR: End-to-End Object Detection with Transformers paper: arxiv.org/abs/2005.12872
Attention Mechanism Explained: • Transformer Self-Atten...
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Contents
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00:00 - Intro
00:22 - Closed vs Open Set Object Detection
01:49 - Feature Encoder
02:19 - Feature Enhancer
03:05 - Language-guided Query Selection
03:41 - Cross-Modality Decoder
04:00 - Loss
04:21 - Outro
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Негізгі бет Ғылым және технология Object Detection Part 8: Grounding DINO, Open-Set Object Detection
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